LEARNING FROM THE PAST: CROWD-DRIVEN ACTIVE TRANSFER LEARNING FOR SEMANTIC SEGMENTATION OF MULTI-TEMPORAL 3D POINT CLOUDS by M. Kölle, V. Walter, U. Soergel

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EVALUATION AND OPTIMISATION OF CROWD-BASED COLLECTION OF TREES FROM 3D POINT CLOUDS by V. Walter, M. Kölle, Y. Yin

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A GAMIFICATION APPROACH FOR THE IMPROVEMENT OF PAID CROWD-BASED LABELLING OF GEOSPATIAL DATA by V. Walter, M. Kölle, D. Collmar

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LEARNING ON THE EDGE: BENCHMARKING ACTIVE LEARNING FOR THE SEMANTIC SEGMENTATION OF ALS POINT CLOUDS by M. Kölle, V. Walter, S. Schmohl, U. Soergel

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HYBRID ACQUISITION OF HIGH QUALITY TRAINING DATA FOR SEMANTIC SEGMENTATION OF 3D POINT CLOUDS USING CROWD-BASED ACTIVE LEARNING by M. Kölle, V. Walter, S. Schmohl, U. Soergel

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IDENTIFICATION OF PEACH TREE TRUNKS FROM LASER SCANNING DATA OBTAINED WITH SMALL UNMANNED AERIAL SYSTEM by E. Hadas, M. Kölle, M. Karpina, A. Borkowski

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EVALUATION OF CONSUMER-GRADE AND SURVEY-GRADE UAV-LIDAR by G. Mandlburger, M. Kölle, F. Pöppl, M. Cramer

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A TWO-LEVEL APPROACH FOR THE CROWD-BASED COLLECTION OF VEHICLES FROM 3D POINT CLOUDS by V. Walter, M. Kölle, D. Collmar, Y. Zhang

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FROM MULTIPLE POLYGONS TO SINGLE GEOMETRY: OPTIMIZATION OF POLYGON INTEGRATION FOR CROWDSOURCED DATA by D. Collmar, V. Walter, M. Kölle, U. Sörgel

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HYBRID GEOREFERENCING, ENHANCEMENT AND CLASSIFICATION OF ULTRA-HIGH RESOLUTION UAV LIDAR AND IMAGE POINT CLOUDS FOR MONITORING APPLICATIONS by N. Haala, M. Kölle, M. Cramer, D. Laupheimer, G. Mandlburger, P. Glira

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